Research Scientist Intern, Synthetic Data for Computer Use Agents (PhD)

Meta

Menlo Park, CAOn-siteInternship
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Pay
$7.7K to $12.7K
a month
Location
Menlo Park, CA
Work style
On-site
Job type
Internship
Posted
Nov 6
1 day ago
Career path

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About the company

Meta

Software Development · 10,001+ employees

Meta's mission is to build the future of human connection and the technology that makes it possible.

Our technologies help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive and intelligent experiences like virtual reality, wearables and AI to help build the next evolution in social technology.

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What you'll do

  • The intern will research and develop methods for generating diverse, challenging reinforcement learning tasks for AI agents.
  • They will also build prototypes, run experiments, and evaluate agent performance to understand task difficulty.

What you need

  • Candidates must be currently pursuing a PhD in computer science or a related field and possess proficiency in Python.
  • Experience in machine learning experimentation and valid work authorization in the country of employment are required.
  • Education: a postgraduate degree

Key skills

PythonMachine LearningReinforcement LearningSynthetic DataAutomated PlanningHTMLTypeScriptDockerSQLAWSLanguage ModelsAI AgentsEvaluation Methods

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Read the full posting here
Our team builds synthetic data and simulation tools & infra to train AI agents that use computers to complete everyday tasks. We are looking for a PhD intern to research how to generate tasks that require stronger planning and reasoning, with an initial focus on planning and navigation workflows. The intern will design generation methods, build prototypes, and run experiments to understand which kinds of task difficulty help agents learn. The project combines research with practical engineering and offers an opportunity to contribute to training data for frontier models. Responsibilities Research methods for generating diverse, challenging reinforcement learning (RL) tasks with reliable success checks. Develop ways to measure and control task difficulty. Evaluate agent performance and distinguish reasoning failures from problems in tasks or environments. Build reproducible experiments and communicate findings and limitations. Minimum Qualifications Currently has, or is obtaining, a PhD in computer science or a related field Proficiency in Python Experience designing and implementing machine learning experiments Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment Preferred Qualifications Proficiency in HTML, TypeScript, Docker, SQL & AWS Experience with language models, reinforcement learning, AI agents, automated planning, synthetic data, or evaluation methods Intent to return to the degree program after the completion of the internship $7,650/month to $12,667/month + benefits

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